Great Book on Probability and Statistics (for Computer Scientists)

Some references you can use:

  1. http://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-436j-fundamentals-of-probability-fall-2008/lecture-notes/
  2. My favorite: http://www.rle.mit.edu/rgallager/notes.htm
  3. http://ocw.mit.edu/courses/sloan-school-of-management/15-070-advanced-stochastic-processes-fall-2005/lecture-notes/
  4. http://books.google.com/books/about/Probability_and_Random_Processes_With_Ap.html?id=8C-VQgAACAAJ
  5. Gentle introduction for CS folks - http://people.ee.duke.edu/~kst/

The book Introduction to Probability by Bertsekas seems good.


There is a nice compiled list here. The WEKA book is also a great resource to own.